Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 36574 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 58 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 5.9 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Categorical | 8 |
|---|---|
| Numeric | 11 |
| DateTime | 2 |
| Dataset has 58 (0.2%) duplicate rows | Duplicates |
land_area is highly correlated with bathroom | High correlation |
living_room is highly correlated with bedroom | High correlation |
bedroom is highly correlated with living_room and 1 other fields | High correlation |
bathroom is highly correlated with land_area and 1 other fields | High correlation |
land_area is highly correlated with bedroom and 2 other fields | High correlation |
living_room is highly correlated with bedroom and 1 other fields | High correlation |
bedroom is highly correlated with land_area and 3 other fields | High correlation |
bathroom is highly correlated with land_area and 3 other fields | High correlation |
property_area is highly correlated with land_area and 2 other fields | High correlation |
built_year is highly correlated with price_per_sqm | High correlation |
price_per_sqm is highly correlated with built_year | High correlation |
living_room is highly correlated with bedroom and 1 other fields | High correlation |
bedroom is highly correlated with living_room and 1 other fields | High correlation |
bathroom is highly correlated with living_room and 1 other fields | High correlation |
property_area is highly correlated with bedroom and 2 other fields | High correlation |
parking_type is highly correlated with is_managed and 1 other fields | High correlation |
price_per_sqm is highly correlated with land_area | High correlation |
property_type is highly correlated with built_year and 3 other fields | High correlation |
built_year is highly correlated with property_type and 3 other fields | High correlation |
bedroom is highly correlated with property_area and 1 other fields | High correlation |
is_managed is highly correlated with parking_type and 4 other fields | High correlation |
total_floor is highly correlated with property_type and 3 other fields | High correlation |
trading_target is highly correlated with parking_type and 3 other fields | High correlation |
land_use is highly correlated with purpose | High correlation |
land_area is highly correlated with property_area and 1 other fields | High correlation |
purpose is highly correlated with property_type and 1 other fields | High correlation |
bathroom is highly correlated with property_area and 1 other fields | High correlation |
parking_type is highly correlated with trading_target | High correlation |
is_managed is highly correlated with property_type | High correlation |
trading_target is highly correlated with parking_type | High correlation |
property_type is highly correlated with is_managed | High correlation |
parking_area is highly skewed (γ1 = 185.1225046) | Skewed |
living_room has 1549 (4.2%) zeros | Zeros |
bedroom has 1236 (3.4%) zeros | Zeros |
bathroom has 1108 (3.0%) zeros | Zeros |
parking_area has 27514 (75.2%) zeros | Zeros |
parking_price has 34744 (95.0%) zeros | Zeros |
Reproduction
| Analysis started | 2021-07-18 05:23:49.509466 |
|---|---|
| Analysis finished | 2021-07-18 05:24:19.920450 |
| Duration | 30.41 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 285.9 KiB |
| 住家用 | |
|---|---|
| 住商用 | 2244 |
| 商業用 | 604 |
| 國民住宅 | 73 |
| 工業用 | 10 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.001995953 |
| Min length | 3 |
Characters and Unicode
| Total characters | 109795 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 住家用 |
|---|---|
| 2nd row | 住家用 |
| 3rd row | 住家用 |
| 4th row | 住家用 |
| 5th row | 住家用 |
Common Values
| Value | Count | Frequency (%) |
| 住家用 | 33643 | |
| 住商用 | 2244 | 6.1% |
| 商業用 | 604 | 1.7% |
| 國民住宅 | 73 | 0.2% |
| 工業用 | 10 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 住家用 | 33643 | |
| 住商用 | 2244 | 6.1% |
| 商業用 | 604 | 1.7% |
| 國民住宅 | 73 | 0.2% |
| 工業用 | 10 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 用 | 36501 | |
| 住 | 35960 | |
| 家 | 33643 | |
| 商 | 2848 | 2.6% |
| 業 | 614 | 0.6% |
| 國 | 73 | 0.1% |
| 民 | 73 | 0.1% |
| 宅 | 73 | 0.1% |
| 工 | 10 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 109795 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 用 | 36501 | |
| 住 | 35960 | |
| 家 | 33643 | |
| 商 | 2848 | 2.6% |
| 業 | 614 | 0.6% |
| 國 | 73 | 0.1% |
| 民 | 73 | 0.1% |
| 宅 | 73 | 0.1% |
| 工 | 10 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Han | 109795 |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 用 | 36501 | |
| 住 | 35960 | |
| 家 | 33643 | |
| 商 | 2848 | 2.6% |
| 業 | 614 | 0.6% |
| 國 | 73 | 0.1% |
| 民 | 73 | 0.1% |
| 宅 | 73 | 0.1% |
| 工 | 10 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| CJK | 109795 |
Most frequent character per block
CJK
| Value | Count | Frequency (%) |
| 用 | 36501 | |
| 住 | 35960 | |
| 家 | 33643 | |
| 商 | 2848 | 2.6% |
| 業 | 614 | 0.6% |
| 國 | 73 | 0.1% |
| 民 | 73 | 0.1% |
| 宅 | 73 | 0.1% |
| 工 | 10 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 285.9 KiB |
| 房地(土地+建物) | |
|---|---|
| 房地(土地+建物)+車位 |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 10.38516432 |
| Min length | 9 |
Characters and Unicode
| Total characters | 379827 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 房地(土地+建物)+車位 |
|---|---|
| 2nd row | 房地(土地+建物)+車位 |
| 3rd row | 房地(土地+建物)+車位 |
| 4th row | 房地(土地+建物)+車位 |
| 5th row | 房地(土地+建物) |
Common Values
| Value | Count | Frequency (%) |
| 房地(土地+建物) | 19687 | |
| 房地(土地+建物)+車位 | 16887 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 房地(土地+建物 | 19687 | |
| 房地(土地+建物)+車位 | 16887 |
Most occurring characters
| Value | Count | Frequency (%) |
| 地 | 73148 | |
| + | 53461 | |
| 房 | 36574 | |
| ( | 36574 | |
| 土 | 36574 | |
| 建 | 36574 | |
| 物 | 36574 | |
| ) | 36574 | |
| 車 | 16887 | 4.4% |
| 位 | 16887 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 253218 | |
| Math Symbol | 53461 | 14.1% |
| Open Punctuation | 36574 | 9.6% |
| Close Punctuation | 36574 | 9.6% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 地 | 73148 | |
| 房 | 36574 | |
| 土 | 36574 | |
| 建 | 36574 | |
| 物 | 36574 | |
| 車 | 16887 | 6.7% |
| 位 | 16887 | 6.7% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 36574 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 53461 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 36574 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Han | 253218 | |
| Common | 126609 |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 地 | 73148 | |
| 房 | 36574 | |
| 土 | 36574 | |
| 建 | 36574 | |
| 物 | 36574 | |
| 車 | 16887 | 6.7% |
| 位 | 16887 | 6.7% |
Common
| Value | Count | Frequency (%) |
| + | 53461 | |
| ( | 36574 | |
| ) | 36574 |
Most occurring blocks
| Value | Count | Frequency (%) |
| CJK | 253218 | |
| ASCII | 126609 |
Most frequent character per block
CJK
| Value | Count | Frequency (%) |
| 地 | 73148 | |
| 房 | 36574 | |
| 土 | 36574 | |
| 建 | 36574 | |
| 物 | 36574 | |
| 車 | 16887 | 6.7% |
| 位 | 16887 | 6.7% |
ASCII
| Value | Count | Frequency (%) |
| + | 53461 | |
| ( | 36574 | |
| ) | 36574 |
| Distinct | 5232 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.97321841 |
| Minimum | 0.01 |
|---|---|
| Maximum | 2140.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 4.56 |
| Q1 | 10.49 |
| median | 16.67 |
| Q3 | 26.21 |
| 95-th percentile | 81 |
| Maximum | 2140.1 |
| Range | 2140.09 |
| Interquartile range (IQR) | 15.72 |
Descriptive statistics
| Standard deviation | 32.36453646 |
|---|---|
| Coefficient of variation (CV) | 1.295969784 |
| Kurtosis | 1028.379018 |
| Mean | 24.97321841 |
| Median Absolute Deviation (MAD) | 7.21 |
| Skewness | 18.6802785 |
| Sum | 913370.49 |
| Variance | 1047.46322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64 | 77 | 0.2% |
| 26.9 | 76 | 0.2% |
| 12.03 | 71 | 0.2% |
| 68 | 69 | 0.2% |
| 19.03 | 69 | 0.2% |
| 9.22 | 62 | 0.2% |
| 10.82 | 62 | 0.2% |
| 62 | 62 | 0.2% |
| 6.09 | 61 | 0.2% |
| 65 | 60 | 0.2% |
| Other values (5222) | 35905 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| 0.35 | 2 | < 0.1% |
| 0.6 | 5 | < 0.1% |
| 0.73 | 9 | |
| 0.85 | 16 | |
| 0.98 | 1 | < 0.1% |
| 1.08 | 1 | < 0.1% |
| 1.14 | 3 | < 0.1% |
| 1.18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2140.1 | 1 | |
| 2136 | 1 | |
| 711 | 1 | |
| 704.5 | 2 | |
| 578 | 1 | |
| 556.53 | 1 | |
| 536.68 | 1 | |
| 495.08 | 1 | |
| 466 | 1 | |
| 454.2 | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 285.9 KiB |
| 住宅大樓(11層含以上有電梯) | |
|---|---|
| 透天厝 | |
| 華廈(10層含以下有電梯) | |
| 公寓(5樓含以下無電梯) | 2277 |
| 套房(1房1廳1衛) | 1626 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 12.9921529 |
| Min length | 3 |
Characters and Unicode
| Total characters | 475175 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 住宅大樓(11層含以上有電梯) |
|---|---|
| 2nd row | 華廈(10層含以下有電梯) |
| 3rd row | 住宅大樓(11層含以上有電梯) |
| 4th row | 住宅大樓(11層含以上有電梯) |
| 5th row | 套房(1房1廳1衛) |
Common Values
| Value | Count | Frequency (%) |
| 住宅大樓(11層含以上有電梯) | 24979 | |
| 透天厝 | 4309 | 11.8% |
| 華廈(10層含以下有電梯) | 3383 | 9.2% |
| 公寓(5樓含以下無電梯) | 2277 | 6.2% |
| 套房(1房1廳1衛) | 1626 | 4.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 住宅大樓(11層含以上有電梯 | 24979 | |
| 透天厝 | 4309 | 11.8% |
| 華廈(10層含以下有電梯 | 3383 | 9.2% |
| 公寓(5樓含以下無電梯 | 2277 | 6.2% |
| 套房(1房1廳1衛 | 1626 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 58219 | 12.3% |
| ( | 32265 | 6.8% |
| ) | 32265 | 6.8% |
| 含 | 30639 | 6.4% |
| 以 | 30639 | 6.4% |
| 電 | 30639 | 6.4% |
| 梯 | 30639 | 6.4% |
| 層 | 28362 | 6.0% |
| 有 | 28362 | 6.0% |
| 樓 | 27256 | 5.7% |
| Other values (19) | 145890 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 346766 | |
| Decimal Number | 63879 | 13.4% |
| Open Punctuation | 32265 | 6.8% |
| Close Punctuation | 32265 | 6.8% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 含 | 30639 | |
| 以 | 30639 | |
| 電 | 30639 | |
| 梯 | 30639 | |
| 層 | 28362 | |
| 有 | 28362 | |
| 樓 | 27256 | |
| 住 | 24979 | 7.2% |
| 宅 | 24979 | 7.2% |
| 大 | 24979 | 7.2% |
| Other values (14) | 65293 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 58219 | |
| 0 | 3383 | 5.3% |
| 5 | 2277 | 3.6% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 32265 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 32265 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Han | 346766 | |
| Common | 128409 | 27.0% |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 含 | 30639 | |
| 以 | 30639 | |
| 電 | 30639 | |
| 梯 | 30639 | |
| 層 | 28362 | |
| 有 | 28362 | |
| 樓 | 27256 | |
| 住 | 24979 | 7.2% |
| 宅 | 24979 | 7.2% |
| 大 | 24979 | 7.2% |
| Other values (14) | 65293 |
Common
| Value | Count | Frequency (%) |
| 1 | 58219 | |
| ( | 32265 | |
| ) | 32265 | |
| 0 | 3383 | 2.6% |
| 5 | 2277 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| CJK | 346766 | |
| ASCII | 128409 | 27.0% |
Most frequent character per block
CJK
| Value | Count | Frequency (%) |
| 含 | 30639 | |
| 以 | 30639 | |
| 電 | 30639 | |
| 梯 | 30639 | |
| 層 | 28362 | |
| 有 | 28362 | |
| 樓 | 27256 | |
| 住 | 24979 | 7.2% |
| 宅 | 24979 | 7.2% |
| 大 | 24979 | 7.2% |
| Other values (14) | 65293 |
ASCII
| Value | Count | Frequency (%) |
| 1 | 58219 | |
| ( | 32265 | |
| ) | 32265 | |
| 0 | 3383 | 2.6% |
| 5 | 2277 | 1.8% |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.740033904 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 1549 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5883102435 |
|---|---|
| Coefficient of variation (CV) | 0.3381027474 |
| Kurtosis | 44.99257646 |
| Mean | 1.740033904 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4228411536 |
| Sum | 63640 |
| Variance | 0.3461089426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 27314 | |
| 1 | 7165 | 19.6% |
| 0 | 1549 | 4.2% |
| 3 | 414 | 1.1% |
| 4 | 105 | 0.3% |
| 5 | 11 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 5 | < 0.1% |
| 9 | 2 | < 0.1% |
| 22 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1549 | 4.2% |
| 1 | 7165 | 19.6% |
| 2 | 27314 | |
| 3 | 414 | 1.1% |
| 4 | 105 | 0.3% |
| 5 | 11 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 5 | < 0.1% |
| 6 | 6 | < 0.1% |
| 5 | 11 | < 0.1% |
| 4 | 105 | 0.3% |
| 3 | 414 | 1.1% |
| 2 | 27314 |
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.923333516 |
| Minimum | 0 |
|---|---|
| Maximum | 52 |
| Zeros | 1236 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.311398753 |
|---|---|
| Coefficient of variation (CV) | 0.4485970371 |
| Kurtosis | 100.6856806 |
| Mean | 2.923333516 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.848160234 |
| Sum | 106918 |
| Variance | 1.719766691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 16638 | |
| 2 | 6940 | |
| 4 | 6630 | 18.1% |
| 1 | 2673 | 7.3% |
| 5 | 1626 | 4.4% |
| 0 | 1236 | 3.4% |
| 6 | 557 | 1.5% |
| 7 | 142 | 0.4% |
| 8 | 68 | 0.2% |
| 9 | 18 | < 0.1% |
| Other values (15) | 46 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1236 | 3.4% |
| 1 | 2673 | 7.3% |
| 2 | 6940 | |
| 3 | 16638 | |
| 4 | 6630 | 18.1% |
| 5 | 1626 | 4.4% |
| 6 | 557 | 1.5% |
| 7 | 142 | 0.4% |
| 8 | 68 | 0.2% |
| 9 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 52 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 3 | |
| 22 | 4 | |
| 21 | 1 | < 0.1% |
| 18 | 2 | |
| 17 | 1 | < 0.1% |
| 16 | 3 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.908897031 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 1108 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.096129372 |
|---|---|
| Coefficient of variation (CV) | 0.5742213198 |
| Kurtosis | 164.2253516 |
| Mean | 1.908897031 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.686025097 |
| Sum | 69816 |
| Variance | 1.201499601 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 20878 | |
| 1 | 9825 | |
| 3 | 2604 | 7.1% |
| 4 | 1345 | 3.7% |
| 0 | 1108 | 3.0% |
| 5 | 447 | 1.2% |
| 6 | 195 | 0.5% |
| 7 | 87 | 0.2% |
| 8 | 44 | 0.1% |
| 9 | 8 | < 0.1% |
| Other values (14) | 33 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1108 | 3.0% |
| 1 | 9825 | |
| 2 | 20878 | |
| 3 | 2604 | 7.1% |
| 4 | 1345 | 3.7% |
| 5 | 447 | 1.2% |
| 6 | 195 | 0.5% |
| 7 | 87 | 0.2% |
| 8 | 44 | 0.1% |
| 9 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 6 | |
| 22 | 3 | |
| 20 | 1 | < 0.1% |
| 18 | 4 | |
| 16 | 3 | |
| 15 | 1 | < 0.1% |
| 14 | 3 |
partition
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 285.9 KiB |
| 有 | |
|---|---|
| 無 | 1124 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 36574 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 有 |
|---|---|
| 2nd row | 有 |
| 3rd row | 有 |
| 4th row | 有 |
| 5th row | 有 |
Common Values
| Value | Count | Frequency (%) |
| 有 | 35450 | |
| 無 | 1124 | 3.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 有 | 35450 | |
| 無 | 1124 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 有 | 35450 | |
| 無 | 1124 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 36574 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 有 | 35450 | |
| 無 | 1124 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Han | 36574 |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 有 | 35450 | |
| 無 | 1124 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| CJK | 36574 |
Most frequent character per block
CJK
| Value | Count | Frequency (%) |
| 有 | 35450 | |
| 無 | 1124 | 3.1% |
| Distinct | 15855 |
|---|---|
| Distinct (%) | 43.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 145.6978211 |
| Minimum | 0.02 |
|---|---|
| Maximum | 4119.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 44.87 |
| Q1 | 89.56 |
| median | 128.815 |
| Q3 | 171.81 |
| 95-th percentile | 317.67 |
| Maximum | 4119.9 |
| Range | 4119.88 |
| Interquartile range (IQR) | 82.25 |
Descriptive statistics
| Standard deviation | 89.26891038 |
|---|---|
| Coefficient of variation (CV) | 0.6126990074 |
| Kurtosis | 134.5069567 |
| Mean | 145.6978211 |
| Median Absolute Deviation (MAD) | 40.575 |
| Skewness | 5.040330808 |
| Sum | 5328752.11 |
| Variance | 7968.938361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 73.65 | 67 | 0.2% |
| 236.4 | 37 | 0.1% |
| 73.01 | 36 | 0.1% |
| 180.57 | 36 | 0.1% |
| 226.37 | 34 | 0.1% |
| 73.53 | 33 | 0.1% |
| 74.44 | 33 | 0.1% |
| 379.17 | 31 | 0.1% |
| 80.05 | 31 | 0.1% |
| 49.42 | 28 | 0.1% |
| Other values (15845) | 36208 |
| Value | Count | Frequency (%) |
| 0.02 | 1 | |
| 5.26 | 1 | |
| 6.27 | 1 | |
| 9.18 | 1 | |
| 9.26 | 1 | |
| 9.72 | 1 | |
| 11.82 | 1 | |
| 12.36 | 1 | |
| 12.75 | 1 | |
| 13.32 | 1 |
| Value | Count | Frequency (%) |
| 4119.9 | 1 | |
| 2687.98 | 1 | |
| 1542.21 | 1 | |
| 1367.53 | 1 | |
| 1251.49 | 1 | |
| 1165.64 | 1 | |
| 1159.47 | 1 | |
| 1080.77 | 1 | |
| 903.83 | 1 | |
| 873.25 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 285.9 KiB |
| 有 | |
|---|---|
| 無 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 36574 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 有 |
|---|---|
| 2nd row | 有 |
| 3rd row | 有 |
| 4th row | 有 |
| 5th row | 有 |
Common Values
| Value | Count | Frequency (%) |
| 有 | 27716 | |
| 無 | 8858 | 24.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 有 | 27716 | |
| 無 | 8858 | 24.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 有 | 27716 | |
| 無 | 8858 | 24.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 36574 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 有 | 27716 | |
| 無 | 8858 | 24.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Han | 36574 |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 有 | 27716 | |
| 無 | 8858 | 24.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| CJK | 36574 |
Most frequent character per block
CJK
| Value | Count | Frequency (%) |
| 有 | 27716 | |
| 無 | 8858 | 24.2% |
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.74487341 |
| Minimum | 1 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 8 |
| median | 14 |
| Q3 | 15 |
| 95-th percentile | 27 |
| Maximum | 85 |
| Range | 84 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.807881711 |
|---|---|
| Coefficient of variation (CV) | 0.568057739 |
| Kurtosis | 15.84676228 |
| Mean | 13.74487341 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.196963602 |
| Sum | 502705 |
| Variance | 60.96301681 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 8100 | |
| 14 | 4833 | |
| 5 | 2864 | 7.8% |
| 12 | 2290 | 6.3% |
| 13 | 1883 | 5.1% |
| 4 | 1717 | 4.7% |
| 7 | 1599 | 4.4% |
| 2 | 1422 | 3.9% |
| 24 | 1258 | 3.4% |
| 16 | 1042 | 2.8% |
| Other values (29) | 9566 |
| Value | Count | Frequency (%) |
| 1 | 40 | 0.1% |
| 2 | 1422 | |
| 3 | 644 | 1.8% |
| 4 | 1717 | |
| 5 | 2864 | |
| 6 | 358 | 1.0% |
| 7 | 1599 | |
| 8 | 700 | 1.9% |
| 9 | 487 | 1.3% |
| 10 | 630 | 1.7% |
| Value | Count | Frequency (%) |
| 85 | 87 | 0.2% |
| 42 | 1 | < 0.1% |
| 41 | 32 | 0.1% |
| 39 | 78 | 0.2% |
| 37 | 3 | < 0.1% |
| 36 | 48 | 0.1% |
| 35 | 301 | |
| 34 | 26 | 0.1% |
| 33 | 155 | |
| 30 | 55 | 0.2% |
| Distinct | 1904 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.722022475 |
| Minimum | 0 |
|---|---|
| Maximum | 17098 |
| Zeros | 27514 |
| Zeros (%) | 75.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 32.85 |
| Maximum | 17098 |
| Range | 17098 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 90.34744507 |
|---|---|
| Coefficient of variation (CV) | 13.44051517 |
| Kurtosis | 35019.35907 |
| Mean | 6.722022475 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 185.1225046 |
| Sum | 245851.25 |
| Variance | 8162.660831 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27514 | |
| 25.92 | 134 | 0.4% |
| 23.17 | 104 | 0.3% |
| 30.5 | 100 | 0.3% |
| 17.98 | 95 | 0.3% |
| 19.14 | 92 | 0.3% |
| 19.9 | 90 | 0.2% |
| 19.72 | 82 | 0.2% |
| 17.89 | 65 | 0.2% |
| 55.7 | 60 | 0.2% |
| Other values (1894) | 8238 | 22.5% |
| Value | Count | Frequency (%) |
| 0 | 27514 | |
| 0.03 | 1 | < 0.1% |
| 0.15 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.28 | 1 | < 0.1% |
| 1.29 | 3 | < 0.1% |
| 2.24 | 1 | < 0.1% |
| 2.27 | 1 | < 0.1% |
| 2.6 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17098 | 1 | |
| 274.12 | 1 | |
| 150.3 | 1 | |
| 141.12 | 1 | |
| 125.64 | 1 | |
| 122.47 | 1 | |
| 111.4 | 1 | |
| 108.93 | 1 | |
| 108.26 | 1 | |
| 108.15 | 1 |
| Distinct | 166 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100366.6575 |
| Minimum | 0 |
|---|---|
| Maximum | 10000000 |
| Zeros | 34744 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 46.15 |
| Maximum | 10000000 |
| Range | 10000000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 532270.8544 |
|---|---|
| Coefficient of variation (CV) | 5.30326373 |
| Kurtosis | 61.15362116 |
| Mean | 100366.6575 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.102265919 |
| Sum | 3670810131 |
| Variance | 2.833122624 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34744 | |
| 1000000 | 116 | 0.3% |
| 1200000 | 109 | 0.3% |
| 1500000 | 108 | 0.3% |
| 1150000 | 70 | 0.2% |
| 800000 | 68 | 0.2% |
| 1300000 | 64 | 0.2% |
| 1600000 | 60 | 0.2% |
| 1800000 | 47 | 0.1% |
| 1050000 | 42 | 0.1% |
| Other values (156) | 1146 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 34744 | |
| 1 | 1 | < 0.1% |
| 130 | 1 | < 0.1% |
| 150000 | 1 | < 0.1% |
| 250000 | 1 | < 0.1% |
| 270000 | 1 | < 0.1% |
| 280000 | 1 | < 0.1% |
| 300000 | 1 | < 0.1% |
| 400000 | 2 | < 0.1% |
| 450000 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 10000000 | 1 | < 0.1% |
| 8800000 | 1 | < 0.1% |
| 8200000 | 1 | < 0.1% |
| 7600000 | 1 | < 0.1% |
| 7500000 | 2 | |
| 7400000 | 1 | < 0.1% |
| 7350000 | 1 | < 0.1% |
| 7200000 | 3 | |
| 7050000 | 4 | |
| 7000000 | 3 |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 285.9 KiB |
| 無 | |
|---|---|
| 坡道平面 | |
| 坡道機械 | |
| 升降機械 | 676 |
| 升降平面 | 109 |
| Other values (3) | 237 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.379914693 |
| Min length | 1 |
Characters and Unicode
| Total characters | 87043 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 坡道平面 |
|---|---|
| 2nd row | 坡道平面 |
| 3rd row | 坡道平面 |
| 4th row | 坡道平面 |
| 5th row | 無 |
Common Values
| Value | Count | Frequency (%) |
| 無 | 19683 | |
| 坡道平面 | 12153 | |
| 坡道機械 | 3716 | 10.2% |
| 升降機械 | 676 | 1.8% |
| 升降平面 | 109 | 0.3% |
| 其他 | 102 | 0.3% |
| 一樓平面 | 100 | 0.3% |
| 塔式車位 | 35 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 無 | 19683 | |
| 坡道平面 | 12153 | |
| 坡道機械 | 3716 | 10.2% |
| 升降機械 | 676 | 1.8% |
| 升降平面 | 109 | 0.3% |
| 其他 | 102 | 0.3% |
| 一樓平面 | 100 | 0.3% |
| 塔式車位 | 35 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 無 | 19683 | |
| 坡 | 15869 | |
| 道 | 15869 | |
| 平 | 12362 | |
| 面 | 12362 | |
| 機 | 4392 | 5.0% |
| 械 | 4392 | 5.0% |
| 升 | 785 | 0.9% |
| 降 | 785 | 0.9% |
| 其 | 102 | 0.1% |
| Other values (7) | 442 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 87043 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 無 | 19683 | |
| 坡 | 15869 | |
| 道 | 15869 | |
| 平 | 12362 | |
| 面 | 12362 | |
| 機 | 4392 | 5.0% |
| 械 | 4392 | 5.0% |
| 升 | 785 | 0.9% |
| 降 | 785 | 0.9% |
| 其 | 102 | 0.1% |
| Other values (7) | 442 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Han | 87043 |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 無 | 19683 | |
| 坡 | 15869 | |
| 道 | 15869 | |
| 平 | 12362 | |
| 面 | 12362 | |
| 機 | 4392 | 5.0% |
| 械 | 4392 | 5.0% |
| 升 | 785 | 0.9% |
| 降 | 785 | 0.9% |
| 其 | 102 | 0.1% |
| Other values (7) | 442 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| CJK | 87043 |
Most frequent character per block
CJK
| Value | Count | Frequency (%) |
| 無 | 19683 | |
| 坡 | 15869 | |
| 道 | 15869 | |
| 平 | 12362 | |
| 面 | 12362 | |
| 機 | 4392 | 5.0% |
| 械 | 4392 | 5.0% |
| 升 | 785 | 0.9% |
| 降 | 785 | 0.9% |
| 其 | 102 | 0.1% |
| Other values (7) | 442 | 0.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 285.9 KiB |
| 住 | |
|---|---|
| 商 | |
| 其他 | 335 |
| 工 | 19 |
| 農 | 4 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.009159512 |
| Min length | 1 |
Characters and Unicode
| Total characters | 36909 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 商 |
|---|---|
| 2nd row | 住 |
| 3rd row | 住 |
| 4th row | 商 |
| 5th row | 商 |
Common Values
| Value | Count | Frequency (%) |
| 住 | 24265 | |
| 商 | 11951 | |
| 其他 | 335 | 0.9% |
| 工 | 19 | 0.1% |
| 農 | 4 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 住 | 24265 | |
| 商 | 11951 | |
| 其他 | 335 | 0.9% |
| 工 | 19 | 0.1% |
| 農 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 住 | 24265 | |
| 商 | 11951 | |
| 其 | 335 | 0.9% |
| 他 | 335 | 0.9% |
| 工 | 19 | 0.1% |
| 農 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 36909 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 住 | 24265 | |
| 商 | 11951 | |
| 其 | 335 | 0.9% |
| 他 | 335 | 0.9% |
| 工 | 19 | 0.1% |
| 農 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Han | 36909 |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 住 | 24265 | |
| 商 | 11951 | |
| 其 | 335 | 0.9% |
| 他 | 335 | 0.9% |
| 工 | 19 | 0.1% |
| 農 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| CJK | 36909 |
Most frequent character per block
CJK
| Value | Count | Frequency (%) |
| 住 | 24265 | |
| 商 | 11951 | |
| 其 | 335 | 0.9% |
| 他 | 335 | 0.9% |
| 工 | 19 | 0.1% |
| 農 | 4 | < 0.1% |
district
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 285.9 KiB |
| 三民區 | |
|---|---|
| 左營區 | |
| 鳳山區 | |
| 鼓山區 | |
| 楠梓區 | |
| Other values (4) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 109722 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 新興區 |
|---|---|
| 2nd row | 鳳山區 |
| 3rd row | 鼓山區 |
| 4th row | 三民區 |
| 5th row | 三民區 |
Common Values
| Value | Count | Frequency (%) |
| 三民區 | 6757 | |
| 左營區 | 6218 | |
| 鳳山區 | 6088 | |
| 鼓山區 | 5883 | |
| 楠梓區 | 4666 | |
| 前鎮區 | 2937 | |
| 苓雅區 | 2264 | 6.2% |
| 新興區 | 916 | 2.5% |
| 前金區 | 845 | 2.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 三民區 | 6757 | |
| 左營區 | 6218 | |
| 鳳山區 | 6088 | |
| 鼓山區 | 5883 | |
| 楠梓區 | 4666 | |
| 前鎮區 | 2937 | |
| 苓雅區 | 2264 | 6.2% |
| 新興區 | 916 | 2.5% |
| 前金區 | 845 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 區 | 36574 | |
| 山 | 11971 | 10.9% |
| 三 | 6757 | 6.2% |
| 民 | 6757 | 6.2% |
| 左 | 6218 | 5.7% |
| 營 | 6218 | 5.7% |
| 鳳 | 6088 | 5.5% |
| 鼓 | 5883 | 5.4% |
| 楠 | 4666 | 4.3% |
| 梓 | 4666 | 4.3% |
| Other values (7) | 13924 | 12.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 109722 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 區 | 36574 | |
| 山 | 11971 | 10.9% |
| 三 | 6757 | 6.2% |
| 民 | 6757 | 6.2% |
| 左 | 6218 | 5.7% |
| 營 | 6218 | 5.7% |
| 鳳 | 6088 | 5.5% |
| 鼓 | 5883 | 5.4% |
| 楠 | 4666 | 4.3% |
| 梓 | 4666 | 4.3% |
| Other values (7) | 13924 | 12.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Han | 109722 |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 區 | 36574 | |
| 山 | 11971 | 10.9% |
| 三 | 6757 | 6.2% |
| 民 | 6757 | 6.2% |
| 左 | 6218 | 5.7% |
| 營 | 6218 | 5.7% |
| 鳳 | 6088 | 5.5% |
| 鼓 | 5883 | 5.4% |
| 楠 | 4666 | 4.3% |
| 梓 | 4666 | 4.3% |
| Other values (7) | 13924 | 12.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| CJK | 109722 |
Most frequent character per block
CJK
| Value | Count | Frequency (%) |
| 區 | 36574 | |
| 山 | 11971 | 10.9% |
| 三 | 6757 | 6.2% |
| 民 | 6757 | 6.2% |
| 左 | 6218 | 5.7% |
| 營 | 6218 | 5.7% |
| 鳳 | 6088 | 5.5% |
| 鼓 | 5883 | 5.4% |
| 楠 | 4666 | 4.3% |
| 梓 | 4666 | 4.3% |
| Other values (7) | 13924 | 12.7% |
trading_date
Date
| Distinct | 2204 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 285.9 KiB |
| Minimum | 2012-01-04 00:00:00 |
|---|---|
| Maximum | 2020-04-28 00:00:00 |
trading_year
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.756248 |
| Minimum | 2012 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 2012 |
|---|---|
| 5-th percentile | 2014 |
| Q1 | 2015 |
| median | 2017 |
| Q3 | 2018 |
| 95-th percentile | 2019 |
| Maximum | 2020 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.700337546 |
|---|---|
| Coefficient of variation (CV) | 0.0008431051339 |
| Kurtosis | -1.117668552 |
| Mean | 2016.756248 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.08912163036 |
| Sum | 73760843 |
| Variance | 2.891147771 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2015 | 8143 | |
| 2019 | 6326 | |
| 2016 | 6246 | |
| 2017 | 5869 | |
| 2018 | 5851 | |
| 2014 | 2784 | 7.6% |
| 2020 | 1271 | 3.5% |
| 2013 | 73 | 0.2% |
| 2012 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 2012 | 11 | < 0.1% |
| 2013 | 73 | 0.2% |
| 2014 | 2784 | 7.6% |
| 2015 | 8143 | |
| 2016 | 6246 | |
| 2017 | 5869 | |
| 2018 | 5851 | |
| 2019 | 6326 | |
| 2020 | 1271 | 3.5% |
| Value | Count | Frequency (%) |
| 2020 | 1271 | 3.5% |
| 2019 | 6326 | |
| 2018 | 5851 | |
| 2017 | 5869 | |
| 2016 | 6246 | |
| 2015 | 8143 | |
| 2014 | 2784 | 7.6% |
| 2013 | 73 | 0.2% |
| 2012 | 11 | < 0.1% |
built_date
Date
| Distinct | 4312 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 285.9 KiB |
| Minimum | 1930-07-01 00:00:00 |
|---|---|
| Maximum | 2020-03-17 00:00:00 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1999.858342 |
| Minimum | 1930 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 1930 |
|---|---|
| 5-th percentile | 1978 |
| Q1 | 1994 |
| median | 1999 |
| Q3 | 2009 |
| 95-th percentile | 2015 |
| Maximum | 2020 |
| Range | 90 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.45924896 |
|---|---|
| Coefficient of variation (CV) | 0.005730030335 |
| Kurtosis | 0.3938037068 |
| Mean | 1999.858342 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.6853610139 |
| Sum | 73142819 |
| Variance | 131.3143868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2014 | 4118 | 11.3% |
| 1994 | 2859 | 7.8% |
| 1995 | 2306 | 6.3% |
| 1996 | 1909 | 5.2% |
| 2006 | 1899 | 5.2% |
| 2005 | 1630 | 4.5% |
| 1993 | 1403 | 3.8% |
| 1997 | 1389 | 3.8% |
| 2015 | 1237 | 3.4% |
| 1998 | 1218 | 3.3% |
| Other values (64) | 16606 |
| Value | Count | Frequency (%) |
| 1930 | 1 | < 0.1% |
| 1931 | 2 | |
| 1934 | 2 | |
| 1941 | 2 | |
| 1943 | 1 | < 0.1% |
| 1946 | 2 | |
| 1947 | 1 | < 0.1% |
| 1950 | 1 | < 0.1% |
| 1953 | 3 | |
| 1954 | 4 |
| Value | Count | Frequency (%) |
| 2020 | 3 | < 0.1% |
| 2019 | 69 | 0.2% |
| 2018 | 84 | 0.2% |
| 2017 | 133 | 0.4% |
| 2016 | 371 | 1.0% |
| 2015 | 1237 | 3.4% |
| 2014 | 4118 | |
| 2013 | 1098 | 3.0% |
| 2012 | 956 | 2.6% |
| 2011 | 620 | 1.7% |
| Distinct | 26688 |
|---|---|
| Distinct (%) | 73.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52348.82673 |
| Minimum | 0 |
|---|---|
| Maximum | 1048343 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 285.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 27548 |
| Q1 | 38548.75 |
| median | 48344.5 |
| Q3 | 62482 |
| 95-th percentile | 85949.4 |
| Maximum | 1048343 |
| Range | 1048343 |
| Interquartile range (IQR) | 23933.25 |
Descriptive statistics
| Standard deviation | 22885.36321 |
|---|---|
| Coefficient of variation (CV) | 0.4371705086 |
| Kurtosis | 308.7067158 |
| Mean | 52348.82673 |
| Median Absolute Deviation (MAD) | 11476.5 |
| Skewness | 9.440632576 |
| Sum | 1914605989 |
| Variance | 523739849.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20417 | 13 | < 0.1% |
| 33944 | 9 | < 0.1% |
| 35714 | 8 | < 0.1% |
| 43478 | 8 | < 0.1% |
| 36660 | 7 | < 0.1% |
| 42373 | 7 | < 0.1% |
| 43830 | 7 | < 0.1% |
| 47619 | 7 | < 0.1% |
| 45201 | 7 | < 0.1% |
| 36320 | 7 | < 0.1% |
| Other values (26678) | 36494 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 2677 | 1 | < 0.1% |
| 4352 | 1 | < 0.1% |
| 4515 | 1 | < 0.1% |
| 4804 | 1 | < 0.1% |
| 7639 | 1 | < 0.1% |
| 9016 | 1 | < 0.1% |
| 9400 | 1 | < 0.1% |
| 9461 | 1 | < 0.1% |
| 10583 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1048343 | 1 | |
| 1012085 | 1 | |
| 874381 | 1 | |
| 851927 | 1 | |
| 730544 | 1 | |
| 542274 | 1 | |
| 493827 | 1 | |
| 444705 | 1 | |
| 351617 | 1 | |
| 344848 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| purpose | trading_target | land_area | property_type | living_room | bedroom | bathroom | partition | property_area | is_managed | total_floor | parking_area | parking_price | parking_type | land_use | district | trading_date | trading_year | built_date | built_year | price_per_sqm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 住家用 | 房地(土地+建物)+車位 | 12.94 | 住宅大樓(11層含以上有電梯) | 2 | 3 | 2 | 有 | 205.37 | 有 | 15 | 59.37 | 0 | 坡道平面 | 商 | 新興區 | 2016-10-27 | 2016 | 2016-06-17 | 2016 | 76204.0 |
| 1 | 住家用 | 房地(土地+建物)+車位 | 16.76 | 華廈(10層含以下有電梯) | 2 | 3 | 2 | 有 | 110.53 | 有 | 8 | 0.00 | 0 | 坡道平面 | 住 | 鳳山區 | 2019-10-18 | 2019 | 1994-03-04 | 1994 | 44603.0 |
| 2 | 住家用 | 房地(土地+建物)+車位 | 24.86 | 住宅大樓(11層含以上有電梯) | 2 | 3 | 2 | 有 | 188.07 | 有 | 13 | 0.00 | 0 | 坡道平面 | 住 | 鼓山區 | 2016-04-19 | 2016 | 1996-11-20 | 1996 | 56681.0 |
| 3 | 住家用 | 房地(土地+建物)+車位 | 15.26 | 住宅大樓(11層含以上有電梯) | 2 | 4 | 2 | 有 | 166.03 | 有 | 12 | 23.08 | 0 | 坡道平面 | 商 | 三民區 | 2014-10-21 | 2014 | 1998-09-02 | 1998 | 37644.0 |
| 4 | 住家用 | 房地(土地+建物) | 2.50 | 套房(1房1廳1衛) | 1 | 1 | 1 | 有 | 28.00 | 有 | 14 | 0.00 | 0 | 無 | 商 | 三民區 | 2015-07-30 | 2015 | 1999-10-14 | 1999 | 33929.0 |
| 5 | 住家用 | 房地(土地+建物) | 98.00 | 透天厝 | 2 | 4 | 5 | 有 | 103.29 | 無 | 2 | 0.00 | 0 | 無 | 商 | 前鎮區 | 2019-09-16 | 2019 | 1966-08-20 | 1966 | 58089.0 |
| 6 | 住家用 | 房地(土地+建物)+車位 | 17.15 | 住宅大樓(11層含以上有電梯) | 2 | 4 | 2 | 有 | 163.85 | 有 | 15 | 0.00 | 0 | 坡道機械 | 住 | 鼓山區 | 2017-07-06 | 2017 | 2015-03-11 | 2015 | 73238.0 |
| 7 | 住家用 | 房地(土地+建物) | 19.34 | 住宅大樓(11層含以上有電梯) | 2 | 3 | 1 | 有 | 106.44 | 有 | 18 | 0.00 | 0 | 無 | 住 | 左營區 | 2015-03-24 | 2015 | 1985-11-29 | 1985 | 31755.0 |
| 8 | 住家用 | 房地(土地+建物) | 7.71 | 住宅大樓(11層含以上有電梯) | 2 | 2 | 1 | 有 | 84.22 | 有 | 14 | 0.00 | 0 | 無 | 商 | 鼓山區 | 2018-12-16 | 2018 | 2006-02-09 | 2006 | 55806.0 |
| 9 | 住家用 | 房地(土地+建物) | 9.48 | 住宅大樓(11層含以上有電梯) | 2 | 3 | 2 | 有 | 91.17 | 有 | 14 | 0.00 | 0 | 無 | 商 | 左營區 | 2016-04-07 | 2016 | 2000-05-03 | 2000 | 43874.0 |
Last rows
| purpose | trading_target | land_area | property_type | living_room | bedroom | bathroom | partition | property_area | is_managed | total_floor | parking_area | parking_price | parking_type | land_use | district | trading_date | trading_year | built_date | built_year | price_per_sqm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36564 | 住家用 | 房地(土地+建物) | 4.90 | 華廈(10層含以下有電梯) | 1 | 1 | 1 | 有 | 36.18 | 有 | 8 | 0.00 | 0 | 無 | 商 | 左營區 | 2015-01-02 | 2015 | 1995-04-21 | 1995 | 38695.0 |
| 36565 | 住家用 | 房地(土地+建物) | 7.49 | 住宅大樓(11層含以上有電梯) | 2 | 2 | 1 | 有 | 86.27 | 有 | 15 | 0.00 | 0 | 無 | 住 | 左營區 | 2016-12-07 | 2016 | 2008-01-03 | 2008 | 62594.0 |
| 36566 | 住家用 | 房地(土地+建物)+車位 | 28.97 | 住宅大樓(11層含以上有電梯) | 2 | 4 | 4 | 有 | 453.71 | 有 | 15 | 48.82 | 4600000 | 坡道平面 | 商 | 苓雅區 | 2017-10-06 | 2017 | 2014-11-07 | 2014 | 103485.0 |
| 36567 | 住家用 | 房地(土地+建物) | 4.39 | 華廈(10層含以下有電梯) | 1 | 1 | 1 | 有 | 51.04 | 有 | 7 | 0.00 | 0 | 無 | 住 | 三民區 | 2019-02-27 | 2019 | 1995-04-28 | 1995 | 30035.0 |
| 36568 | 住家用 | 房地(土地+建物) | 8.55 | 住宅大樓(11層含以上有電梯) | 2 | 3 | 2 | 有 | 84.54 | 有 | 15 | 0.00 | 0 | 無 | 商 | 楠梓區 | 2014-12-30 | 2014 | 2014-05-09 | 2014 | 45541.0 |
| 36569 | 住家用 | 房地(土地+建物)+車位 | 19.27 | 住宅大樓(11層含以上有電梯) | 2 | 4 | 2 | 有 | 220.42 | 有 | 15 | 0.00 | 0 | 坡道平面 | 商 | 前鎮區 | 2019-12-15 | 2019 | 2008-10-24 | 2008 | 52536.0 |
| 36570 | 住家用 | 房地(土地+建物)+車位 | 14.60 | 住宅大樓(11層含以上有電梯) | 2 | 3 | 2 | 有 | 154.81 | 有 | 14 | 0.00 | 0 | 坡道平面 | 商 | 三民區 | 2015-11-16 | 2015 | 2001-06-15 | 2001 | 51676.0 |
| 36571 | 住家用 | 房地(土地+建物)+車位 | 20.56 | 住宅大樓(11層含以上有電梯) | 2 | 3 | 2 | 有 | 168.24 | 有 | 15 | 0.00 | 0 | 坡道平面 | 住 | 三民區 | 2015-02-15 | 2015 | 1994-01-19 | 1994 | 52306.0 |
| 36572 | 住家用 | 房地(土地+建物) | 20.91 | 住宅大樓(11層含以上有電梯) | 1 | 3 | 2 | 有 | 160.37 | 有 | 16 | 0.00 | 0 | 無 | 住 | 鼓山區 | 2015-05-08 | 2015 | 1995-01-26 | 1995 | 54873.0 |
| 36573 | 住家用 | 房地(土地+建物) | 3.06 | 套房(1房1廳1衛) | 1 | 1 | 1 | 有 | 47.13 | 有 | 21 | 0.00 | 0 | 無 | 商 | 左營區 | 2014-12-18 | 2014 | 1995-10-19 | 1995 | 33949.0 |
Most frequently occurring
| purpose | trading_target | land_area | property_type | living_room | bedroom | bathroom | partition | property_area | is_managed | total_floor | parking_area | parking_price | parking_type | land_use | district | trading_date | trading_year | built_date | built_year | price_per_sqm | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 29 | 住家用 | 房地(土地+建物) | 33.41 | 住宅大樓(11層含以上有電梯) | 2 | 3 | 2 | 有 | 173.82 | 無 | 14 | 0.00 | 0 | 無 | 住 | 左營區 | 2015-12-11 | 2015 | 2010-12-16 | 2010 | 20417.0 | 6 |
| 14 | 住家用 | 房地(土地+建物) | 6.59 | 華廈(10層含以下有電梯) | 1 | 1 | 1 | 有 | 51.04 | 有 | 7 | 0.00 | 0 | 無 | 住 | 三民區 | 2019-02-27 | 2019 | 1995-04-28 | 1995 | 31368.0 | 5 |
| 7 | 住家用 | 房地(土地+建物) | 4.39 | 華廈(10層含以下有電梯) | 1 | 1 | 1 | 有 | 51.04 | 有 | 7 | 0.00 | 0 | 無 | 住 | 三民區 | 2019-02-27 | 2019 | 1995-04-28 | 1995 | 30310.0 | 3 |
| 26 | 住家用 | 房地(土地+建物) | 9.87 | 套房(1房1廳1衛) | 1 | 1 | 1 | 有 | 28.27 | 有 | 5 | 0.00 | 0 | 無 | 住 | 三民區 | 2020-01-06 | 2020 | 2006-03-22 | 2006 | 55713.0 | 3 |
| 55 | 住家用 | 房地(土地+建物)+車位 | 32.73 | 住宅大樓(11層含以上有電梯) | 2 | 3 | 2 | 有 | 263.73 | 有 | 15 | 45.98 | 3800000 | 坡道平面 | 住 | 左營區 | 2015-07-27 | 2015 | 2014-07-11 | 2014 | 74397.0 | 3 |
| 57 | 商業用 | 房地(土地+建物) | 14.00 | 住宅大樓(11層含以上有電梯) | 0 | 0 | 0 | 無 | 168.88 | 有 | 12 | 0.00 | 0 | 無 | 商 | 新興區 | 2019-08-22 | 2019 | 1995-12-14 | 1995 | 50924.0 | 3 |
| 0 | 住商用 | 房地(土地+建物) | 7.17 | 住宅大樓(11層含以上有電梯) | 2 | 3 | 3 | 有 | 166.76 | 有 | 35 | 0.00 | 0 | 無 | 商 | 苓雅區 | 2017-07-06 | 2017 | 1997-04-21 | 1997 | 44675.0 | 2 |
| 1 | 住商用 | 房地(土地+建物) | 76.00 | 透天厝 | 1 | 4 | 5 | 有 | 218.53 | 無 | 4 | 0.00 | 0 | 無 | 住 | 楠梓區 | 2017-06-06 | 2017 | 2007-01-24 | 2007 | 73216.0 | 2 |
| 2 | 住家用 | 房地(土地+建物) | 2.96 | 住宅大樓(11層含以上有電梯) | 1 | 1 | 1 | 有 | 36.67 | 有 | 13 | 0.00 | 0 | 無 | 商 | 新興區 | 2015-06-29 | 2015 | 1996-06-03 | 1996 | 38860.0 | 2 |
| 3 | 住家用 | 房地(土地+建物) | 3.19 | 套房(1房1廳1衛) | 0 | 1 | 1 | 有 | 39.55 | 有 | 12 | 0.00 | 0 | 無 | 商 | 苓雅區 | 2016-04-11 | 2016 | 1994-10-05 | 1994 | 25917.0 | 2 |